/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information * regarding copyright ownership. The ASF licenses this file * to you under the Apache License, Version 2.0 (the * "License"); you may not use this file except in compliance * with the License. You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ package org.apache.beam.runners.spark.translation; import org.apache.beam.runners.spark.SparkContextOptions; import org.apache.beam.runners.spark.SparkPipelineOptions; import org.apache.beam.runners.spark.coders.BeamSparkRunnerRegistrator; import org.apache.spark.SparkConf; import org.apache.spark.api.java.JavaSparkContext; import org.apache.spark.serializer.KryoSerializer; import org.slf4j.Logger; import org.slf4j.LoggerFactory; /** * The Spark context factory. */ public final class SparkContextFactory { private static final Logger LOG = LoggerFactory.getLogger(SparkContextFactory.class); /** * If the property {@code beam.spark.test.reuseSparkContext} is set to * {@code true} then the Spark context will be reused for beam pipelines. * This property should only be enabled for tests. */ public static final String TEST_REUSE_SPARK_CONTEXT = "beam.spark.test.reuseSparkContext"; // Spark allows only one context for JVM so this can be static. private static JavaSparkContext sparkContext; private static String sparkMaster; private static boolean usesProvidedSparkContext; private SparkContextFactory() { } public static synchronized JavaSparkContext getSparkContext(SparkPipelineOptions options) { SparkContextOptions contextOptions = options.as(SparkContextOptions.class); usesProvidedSparkContext = contextOptions.getUsesProvidedSparkContext(); // reuse should be ignored if the context is provided. if (Boolean.getBoolean(TEST_REUSE_SPARK_CONTEXT) && !usesProvidedSparkContext) { // if the context is null or stopped for some reason, re-create it. if (sparkContext == null || sparkContext.sc().isStopped()) { sparkContext = createSparkContext(contextOptions); sparkMaster = options.getSparkMaster(); } else if (!options.getSparkMaster().equals(sparkMaster)) { throw new IllegalArgumentException(String.format("Cannot reuse spark context " + "with different spark master URL. Existing: %s, requested: %s.", sparkMaster, options.getSparkMaster())); } return sparkContext; } else { return createSparkContext(contextOptions); } } public static synchronized void stopSparkContext(JavaSparkContext context) { if (!Boolean.getBoolean(TEST_REUSE_SPARK_CONTEXT) && !usesProvidedSparkContext) { context.stop(); } } private static JavaSparkContext createSparkContext(SparkContextOptions contextOptions) { if (usesProvidedSparkContext) { LOG.info("Using a provided Spark Context"); JavaSparkContext jsc = contextOptions.getProvidedSparkContext(); if (jsc == null || jsc.sc().isStopped()){ LOG.error("The provided Spark context " + jsc + " was not created or was stopped"); throw new RuntimeException("The provided Spark context was not created or was stopped"); } return jsc; } else { LOG.info("Creating a brand new Spark Context."); SparkConf conf = new SparkConf(); if (!conf.contains("spark.master")) { // set master if not set. conf.setMaster(contextOptions.getSparkMaster()); } conf.setAppName(contextOptions.getAppName()); // register immutable collections serializers because the SDK uses them. conf.set("spark.kryo.registrator", BeamSparkRunnerRegistrator.class.getName()); conf.set("spark.serializer", KryoSerializer.class.getName()); return new JavaSparkContext(conf); } } }